Why AI Isn’t Recommending Your Products (And How to Fix It)

Direct answer: AI usually ignores your products when your data lacks structure, your URLs confuse crawlers, and your website fails LLM protocols. Use a PrestaShop llms.txt generator and clean URLs to improve AI visibility and increase your chances of being surfaced in answers.

Understanding the Real AI Visibility Problem

Most merchants blame spammy backlinks for the real AI visibility from LLMs. However, that misses the point. AI models like ChatGPT, Gemini, and Claude read your site differently than Google does. They need explicit instructions from your content. Additionally, they require clean URLs and structured text files.

Your product may rank on Google. Yet, that does not guarantee AI visibility. These two systems operate separately. Therefore, you need a dedicated strategy for large language models on your PrestaShop store.

Why Traditional SEO Fails for LLMs

Googlebot crawls JavaScript. LLMs do not.
Keywords matter to search engines. Structure matters to AI.
Backlinks build domain authority. Meanwhile, clean data builds machine trust.

A furniture store ranked #2 for “office chair” on Google. Nevertheless, ChatGPT never recommended their products. Why? Their URLs contained random numbers. Additionally, their site lacked an LLMs.txt file. Consequently, AI could not fetch the information to their systems.

Step-by-Step Fixes to Regain AI Recommendations

Follow these three steps. Each targets a specific LLM requirement for your PrestaShop store.

Step 1: Deploy an LLMs.txt File Immediately Using the Knowband Prestashop LLMS.txt File Generator

Use a PrestaShop llms.txt file generator addon to generate an llms.txt automatically to create a machine-readable map of your store. This file helps AI systems locate key pages faster

How to create LLMs.txt for PrestaShop:

Download the PrestaShop LLMs.txt Generator Module
Add the store details in the configurations
Select the crawlers of LLMs models like gptbot, Claude Anthropic bot, DeepSeek bot, and many more which you want to be active
Select the content that you want to add on the LLMs.txt file, e.g., specific products, categories, or CMS pages
Run the cron job. Your LLMs.txt file will update automatically on the server

Practical example: An electronics retailer, Eddie Sales, added an LLMs.txt file pointing to 500 product pages. Within one week, Claude and Perplexity started recommending their electronic items. As a result, AI traffic increased by 180%.

Step 2: Optimise Every URL for AI Parsing

AI models read URL content. They extract meaning from slashes and words. For instance, a URL like /p?id=3847 tells AI nothing. In contrast, a URL like /men-leather-boots-brown-size-10 tells AI everything.

How to optimize PrestaShop URLs:

Download the PrestaShop SEO URL Optimizer Module
Remove product ID, category ID, and supplier ID from the URLs of the catalog
Remove .html from the URLs of the catalog
Manage duplicate URL rewrite products

Example before optimization:
https://psm.knowband.com/urlcleaner/16/en/casual-dresses/3-printed-dress.html

Example after optimization:
https://psm.knowband.com/urlcleaner/16/en/casual-dresses/printed-dress.html

After enabling the remove product ID option, the module removes the product ID from the URL. Both product URLs become clean and identical. This PrestaShop SEO URL Optimiser Module offers three redirection options including 301, 302, and 303 to the store owner.

Step 3: Write Product Data for Machine Consumption

LLMs prefer bullet points over paragraphs. Moreover, they value consistency over creativity. Write every product description as structured data first. Then, add human-friendly text second.

Machine-ready product format in product description from the backend:

Start with a one-sentence summary
List five to seven attributes as bullet points
End with a use-case statement

For example, a kitchenware brand rewrote 200 product descriptions. Each followed the same template. Each included material, dimensions, care instructions, and best use. As a result, AI recommendations tripled within two weeks.

Advanced AEO and GEO Strategies

Answer Engine Optimisation (AEO) and Generative Engine Optimization (GEO) require different tactics than traditional SEO. Therefore, apply these three techniques immediately on your PrestaShop store.

Use Direct Answers Above Product Descriptions

Place a 40–60-word direct answer at the top of every product page. Answer one specific question. For example, “What problem does this solve?” or “Who should buy this?” AI models extract these answers for featured snippets and voice search.

Build Internal Linking with Descriptive Anchor Text

LLMs follow links to understand relationships. Hence, use anchor text like “see our waterproof jackets” instead of “click here.” This teaches AI the context between products in your PrestaShop catalogue.

FAQ

Q1: What exactly is an LLMs.txt file?

A plain text file that lists your website’s most important pages. AI models can use it to better discover and understand your PrestaShop content.

Q2: How does PrestaShop SEO URL optimisation affect ChatGPT recommendations?

ChatGPT and similar AI systems use URL structure as a context signal. Clean, descriptive URLs help them understand product categories and attributes more clearly.

Q3: Can I use my existing sitemap.xml instead of LLMs.txt?

No. A sitemap.xml helps search engines, while an LLMs.txt file is a simpler, emerging format aimed at improving AI accessibility and content discovery.

Q4: How often should I update my LLMs.txt file?

Update it whenever you add or remove products. Weekly updates work well for most stores, while large catalogs may benefit from daily updates.

Q5: Will fixing URLs hurt my existing Google rankings?

No, if you use proper 301 redirects. Search engines typically handle this smoothly, and rankings stabilize over time.

Q6: Which AI crawlers should I enable in the LLMs.txt generator?

Enable GPTBot, Claude (Anthropic bot), PerplexityBot, and DeepSeek bot. You can also include Google-Extended for Google’s AI systems.

Conclusion

AI ignores your PrestaShop products for one clear reason. You have not made your site readable for language models. Google rankings no longer guarantee AI visibility. Therefore, deploy an LLMs.txt file using the PrestaShop LLMs.txt Generator Module today. Moreover, optimise every URL with the PrestaShop SEO URL Optimiser Module. Finally, write product data as structured answers. These three actions take one weekend. Yet, they have delivered AI recommendations for years. Instead, start building for LLMs. Your PrestaShop products deserve a place in every AI answer.

PrestaShop LLMs TXT File Generator: Unlock AI-Driven Product Discovery for Your Store

The rapid rise of AI-powered platforms has completely transformed how users search for information online. Today, customers no longer rely only on traditional search engines. Instead, they first ask questions on AI platforms like ChatGPT, Gemini, Claude, DeepSeek, and Perplexity, even for the smallest queries.

Now imagine this: What if these AI platforms start recommending your PrestaShop products directly to your customers?
Knowband has recently introduced a PrestaShop LLMs TXT Generator , which has become a must-have plugin for modern eCommerce stores.

How does this PrestaShop LLMs TXT File Generator work?

The PrestaShop LLMs TXT Generator is a useful module that creates an llms.txt file for your online shop. This structured file organises information about your products, categories, and content pages in a format that large language models can easily read and understand.

The llms.txt file works as a bridge between your store and popular AI crawlers. Furthermore, it helps AI answer engines and generative search platforms understand, access, and reference your store content accurately.

By placing the llms.txt file on your server, your store becomes compatible with modern AI search models and AI-driven product recommendation engines, ensuring better visibility across next-generation platforms.

🤖 Another AI Tool Worth Knowing

The New PrestaShop AI Chatbot Module: Simple Chat Support That Helps Customers Instantly

While LLM.txt helps AI systems understand your store, the PrestaShop AI Chatbot Module helps your customers get instant answers in real time, product search, order tracking, multilingual support, and more, powered by GPT-4o, DeepSeek, Gemini, and Claude.

Explore the PrestaShop AI Chatbot Module

Why is llms.txt Important for AI Search?

AI answer engines don’t crawl websites the same way traditional search bots do. They require structured, filtered, and permission-based content access to generate reliable responses.

The Knowband PrestaShop LLMs TXT Generator ensures that AI crawlers can:

Access store data in an organised manner
Identify the correct products and pages
Generate accurate AI-powered recommendations

As a result, your products can be referenced when users ask AI tools questions related to your offerings, boosting AI product discovery and brand visibility.

Creating the file comes first. Second, ensure that your robots.txt doesn’t disallow crawlers like GPTBot, PerplexityBot, Google-Extended or Anthropic-AI, and that yourstore.com/llms.txt provides a page rather than a 404 error. Third, analyze three important product pages in plain text, specifications contained in the tabs of JavaScript could remain invisible to AI crawlers. And lastly, find out products that don’t have any meta description and image, and also ensure that policy pages can be viewed without opening an accordion. In case there are any gaps, then the PrestaShop LLMs TXT File will help you create and update the file. ( Updated September 28, 2027)

Key Features of PrestaShop LLMs TXT Generator Addon

1. Support for Advanced AI Model Bots

The module supports access for multiple advanced AI crawler bots used by modern AI platforms and answer engines.

This Prestashop AI Recommendation Module supports bots, including:

GPTBot
DeepSeekBot
Anthropic AI
PerplexityBot
Google-Extended

This diversity of integration of the Prestashop product recommendation module ensures your store content is ready for ChatGPT product recommendations, AI-driven search results, and future AI models.

2. AI Crawler Access Control

Not every AI crawler should access your entire store. The Knowband module provides full control over AI bot permissions.

This will help the admins to allow or restrict specific AI crawlers and protect sensitive or irrelevant content

3. Customisation of llms.txt Files

The PrestaShop LLMs TXT Generator by Knowband offers extensive customisation options.

Admins can add or modify the store descriptions, product llms.txt content, and category-based llms.txt files and CMS page llms.txt files

Furthermore, this flexibility allows merchants to provide context-rich data to AI engines, improving the quality of AI-generated responses.

4. Access Control for Content Pages

With this module, store owners can select which pages should be included in the llms.txt file. Moreover, you can control access for all product pages, category pages and CMS pages

This ensures that AI engines only reference approved content, preventing misinformation and maintaining brand accuracy

5. Product Recommendation Compatibility

The AI recommendation addon is designed to support evolving AI search technologies and AI-based product recommendations. Moreover, by generating a structured llms.txt file with custom instructions, your store content remains synchronised with platforms like ChatGPT, Gemini, Claude and Perplexity

This helps the AI tools recommend your products more accurately to potential customers.

6. Advanced Content Filtering

The PrestaShop LLMs TXT File Generator allows admins to filter and select specific content.

You can choose the specific products or selected categories as well as CMS pages

Furthermore, this ensures full control over what data is available for AI crawler indexing, AI search visibility, and AI-driven recommendations.

Final Thoughts

The PrestaShop LLMs TXT Generator Module is not just another AI tool, as it’s a future-ready solution for stores. As AI platforms continue to evolve how users discover products, having a proper structured llms.txt file ensures your store stays relevant, visible, and competitive.

By enabling accurate AI platform access, improving product discovery, and supporting next-generation AI models, this amazing module helps your PrestaShop store tap into the new phase of AI-driven search and recommendations.

If you want your products to be found not just on search engines, but also through AI conversations, this addon is an essential investment.

PrestaShop LLMs TXT Generator Addon: User Manual

The PrestaShop LLMs TXT Generator is a must-have plugin designed to generate the llms.txt file for your store. This file contains structured information related to the store catalogue, including products, categories, and CMS pages.

Nowadays, you see customers first ask the query on AI platforms like ChatGPT, Gemini, and many more. People have become dependent on the AI even for the smallest things. So what if ChatGPT starts recommending your products to customers? Is it amazing, right? Therefore, Knowband has designed this Prestashop LLMs TXT Generator, which helps the AI platforms to recommend your products.

The generated llms.txt file from the Knowband Prestashop llms.txt generators helps AI crawlers and AI answer engines to access store content in an organised manner. By placing this llms.txt file on the server, the store expands with modern AI search and product recommendation AI Models such as ChatGPT, DeepSeek, Gemini, Perplexity, and Claude.

Using this AI product recommendation module for PrestaShop helps improve AI product discovery, supports accurate AI-generated responses, and ensures that store content can be correctly identified and referenced when users search for product- or store-related information on AI-driven search platforms.

1.0.0 Highlighted Key Features of Prestashop LLMs TXT Generator Addon

Support for Advanced AI Model Bots

This PrestaShop module supports access for multiple advanced AI crawler bots used by modern AI answer engines and generative AI search platforms.

These supported bots include:

DeepSeekBot
GPTBot
Anthropic AI
PerplexityBot
Google-Extended

Supporting these AI bots helps ensure compatibility with AI product discovery and ChatGPT product recommendations to customers.

AI Crawler Access Control

The Knowband PrestaShop LLMs TXT Generator module allows administrators to manage which AI crawlers can access store content through the llms.txt file.

Customisation of llms.TXT files

The PrestaShop LLMs TXT file generator by Knowband allows admins to add additional content to the llms.txt file.

Customisation options are available in PrestaShop LLMs TXT file generator Addon for store descriptions, products llms.txt files, category product llms.txt files, CMS llms.txt files and many more.

Access Control for Content Pages

This Knowband PrestaShop LLMs TXT Generator for AI search engines allows admins to select which content pages should be included in the llms.txt file, such as product pages, category pages and CMS pages.

This feature in LLMs TXT Generator for prestashop ensures that AI engines answer accurately and do not disclose any other content except the selected one.

Product Recommendations Compatibility

The PrestaShop LLMs TXT Generator Addon is designed to develop evolving AI search and AI product recommendations of the ecommerce stores. By creating a structured llms.txt file with additional content and instructions, your content remains synchronised with next-generation AI answer engines like ChatGPT and recommendation platforms.

Content Filtering

The Knowband PrestaShop LLMs TXT File Generator for products allows store admins to filter and select specific products, categories, and CMS pages in the llms.txt file.

This content filtering feature provides full control over which data you can allow to access for Prestashop AI product discovery, AI crawler indexing, and generative AI search by ChatGPT.

2.0.0 Installation Guide for Knowband PrestaShop LLMs TXT Generator Module

Step 1: Purchase and download the Knowband Prestashop LLMs TXT Generator Module.

After the completion of the purchase, you’ll receive the kbllmstxtgenerator.zip file.

Step 2: Click on Module on your prestashop back office left menu, go to module manager, then you will see the click option. Click on the Upload.

Step 3: Upload and Install the Module. After the complete installation, you have to click on the configuration, and then you will be directed to the configuration page.

Step 4: Now you are ready to configure the LLMs.TXT module.

3.0.0 Backend/Admin Panel of Prestashop Product Recommendation by ChatGPT Module

3.1 General Settings

Enable/Disable Module:
This option in the llms.txt file generator for AI is used to enable or disable the functionality of the PrestaShop LLMs.txt Generator module.
Store Name:
Store admins enter their store name in this field. This Prestashop LLMs.TXT Generator module also supports the languages that are added in the store.
Store Description:
This field is used to add the store description to the llms.txt file generated by the module. Furthermore, it helps to describe the store and its catalogue based on the provided content.
Product Batch Size:
This field in the Prestashop LLMs txt File Generator Addon allows you to define how many products are processed per batch during cron execution. By default, 30 products are processed in one batch.
Category Batch Size:
This field of category batch size allows the cron to process a specified number of categories per batch.
CMS Batch Size:
This field allows the cron to process CMS pages per batch. By default, 5 CMS pages are processed in one batch during cron execution in the module.
Cron Execution (Batch Processing): This cron job in Prestashop LLMs TXT generator runs in batches. Each execution processes one batch only, for products, categories and CMS pages. After updating settings like general settings, content filtering and customisation of files, running the cron is necessary to reflect any changes.

3.2 Crawlers Setting

This crawler setting in Prestashop LLMS TXT Generator allows the store owners to manage the AI model’s bots like GPTbot, Google Extended Gemini Bot, DeepSeek and many more

GPTBot: AI Crawler of OpenAI ChatGPT, collects the data to train the ChatGPT AI Models. You can allow or disallow this using the

DeepseekBot: AI crawler bot of deepseek which gathers public web data of the store to train and refine DeepSeek’s large language models

Google-Extended: This Google’s AI-specific crawler (separate from Googlebot) allows the collection of content specifically for training Google’s AI models (like Gemini),

PerplexityBot: This web crawler of perplexity AI is used to fetch up-to-date web content to generate cited answers and summaries

Anthropic-AI: Lastly, this web crawler of Anthropic is used to collect public web data to train and improve Claude AI models. You can enable or disallow all the AI Crawler bots.

3.3 Content Filtering in Prestashop LLMs.txt Generator for AI Tools

The Content Filtering feature allows store admins to control which store content is included in the generated llms.txt file. Furthermore, this helps ensure that only relevant and intended information is processed and shared, while unnecessary or sensitive content can not be exposed.

1. Shop Context

This option in the Prestashop LLM.txt Generator allows you to select the specific shop when you have multiple stores.

If your prestashop store includes multiple shops, you can generate the llms.txt file for a single shop or apply the settings individually to each shop. LLMs TXT files will be generated for each store separately.

2. Product Details

The Product Details content filtering option allows you to control which products are included.

Moreover, store owners can select all products or select specific products for the llms.txt files for the product.

If you want to limit the llms.txt file to featured products, active products, or selected products, while excluding extra items

3. Category Details

The Category content filtering options allow you to manage category-level items.

This furthermore helps maintain a clean and organised structure by including only relevant categories and excluding the inactive ones.

4. CMS Pages

The CMS Pages option allows you to control which CMS content should be included in cms llms.txt file. Furthermore, you can select the pages depending on your needs to avoid the exposure of other CMS pages.

Hence, this feature of Prestashop LLMs.TXT Generator is useful for excluding internal or temporary CMS pages of your store while keeping essential store information available.

4.0 Customisation of Prestashop llms.txt Generator Addon

Customization

The customisation options in the PrestaShop LLMs TXT Generator allow you to add additional content in the llms.txt files. These options help the store add category, product, and CMS data with internal notes or information so it can be clearly understood by crawler bots.

4.0.1 File Boundaries Customisations

The File Boundaries feature allows you to add custom text at specific locations, like top and bottom, in the llms.txt file. Moreover, this makes it possible to include additional notes or instructions without modifying core store data. This gives a clear idea to the bots to understand the structure of the file.

These fields are commonly used to add general instructions or notes that should be read first or last by crawlers and answer engines.

4.0.2 Store Description

Short description customisation in LLMs TXT Generator for PrestaShop allows you to customise text that shows before and after the store description in the llms.txt file.

By adding contextual information around the store description, merchants can clearly define the store’s descriptions, main catalogue, or special instructions. Furthermore, this helps generative search platforms and search engines to better understand the store when generating responses for customers.

4.0.3 Category Section Customisation

Additionally, store owners can add extra content or text before and after the categories section of the llms.txt file.

Furthermore, this is useful for explaining category structure, naming conventions, or relationships between categories. Also, clear category context improves product discovery and helps crawlers correctly interpret category-level data when indexing your PrestaShop store.

4.0.4 Product Section Customisation

The product section customisation of files allows you to insert text before and after the product details sections.

Furthermore, this can be used to add product-related content or guidelines without changing the actual product information. These additional notes allow the AI models to understand the content easily and improve the recommendations.

4.0.5 CMS Pages Section Customisation

CMS Pages section customization the store owners to add additional notes before and after the CMS Pages section in the llms.txt file.

CMS pages often contain important information such as store policies, shipping details, and FAQs. Furthermore, adding contextual text around this section helps crawlers and answer engines better understand non-product content and supports overall search engine optimisation.

Finally, as AI is evolving, your store should too. Install it on your store, and let AI models recommend to you.

Pro Tip: Keep the SEO of your product pages, category pages, and CMS pages strong to maximise visibility and performance across AI-driven search platforms.

5.0.0 Complete Tutorial of PrestaShop LLMs.txt Generator by Knowband

This complete tutorial of the PrestaShop LLMs.txt Generator module by Knowband covers all major functionalities, including general settings, cron setup, LLMs.txt file generation for catalog pages, content filtering, and file customisation. If you face any issue, kindly contact at support@knowband.com or via knowband tickets.